{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:RMN4HXYW2VPIQNL57S3DWSC7WK","short_pith_number":"pith:RMN4HXYW","canonical_record":{"source":{"id":"2310.17369","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2023-10-26T13:00:26Z","cross_cats_sorted":[],"title_canon_sha256":"78de47e880ef759de74f15427e71598ef5c085a9fe53cc52cef6f1c08a4882db","abstract_canon_sha256":"33a95b1ee77c057f0aa7ca93493e08945490f25ce26165d0d370a288d3e4502a"},"schema_version":"1.0"},"canonical_sha256":"8b1bc3df16d55e88357dfcb63b485fb2a7284096b0fe339b7dfc5624b7732f89","source":{"kind":"arxiv","id":"2310.17369","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.17369","created_at":"2026-07-05T07:09:03Z"},{"alias_kind":"arxiv_version","alias_value":"2310.17369v2","created_at":"2026-07-05T07:09:03Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.17369","created_at":"2026-07-05T07:09:03Z"},{"alias_kind":"pith_short_12","alias_value":"RMN4HXYW2VPI","created_at":"2026-07-05T07:09:03Z"},{"alias_kind":"pith_short_16","alias_value":"RMN4HXYW2VPIQNL5","created_at":"2026-07-05T07:09:03Z"},{"alias_kind":"pith_short_8","alias_value":"RMN4HXYW","created_at":"2026-07-05T07:09:03Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:RMN4HXYW2VPIQNL57S3DWSC7WK","target":"record","payload":{"canonical_record":{"source":{"id":"2310.17369","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2023-10-26T13:00:26Z","cross_cats_sorted":[],"title_canon_sha256":"78de47e880ef759de74f15427e71598ef5c085a9fe53cc52cef6f1c08a4882db","abstract_canon_sha256":"33a95b1ee77c057f0aa7ca93493e08945490f25ce26165d0d370a288d3e4502a"},"schema_version":"1.0"},"canonical_sha256":"8b1bc3df16d55e88357dfcb63b485fb2a7284096b0fe339b7dfc5624b7732f89","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:09:03.194139Z","signature_b64":"flvihoLnydoEXDoYkGCoBuf9LbGAu3ClzUhdvxlmyGWbjIOQ+6e3Wt3HqfivDABVg4ZlOsIQZa10QRBBKEeEBQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"8b1bc3df16d55e88357dfcb63b485fb2a7284096b0fe339b7dfc5624b7732f89","last_reissued_at":"2026-07-05T07:09:03.193754Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:09:03.193754Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2310.17369","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T07:09:03Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"mbwo7xVUUqA+dWks/+yP0i2fDFoHqOMNusBIogQQR72Jh1wIgw7VEWawqX8bGUrmxljDJ55ke/rjnO1kgbt1Aw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T16:51:45.776723Z"},"content_sha256":"fa1a12dfab8cfca411ae18d02eea92a7517c0de418322a5cb8514a6080dcae4c","schema_version":"1.0","event_id":"sha256:fa1a12dfab8cfca411ae18d02eea92a7517c0de418322a5cb8514a6080dcae4c"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:RMN4HXYW2VPIQNL57S3DWSC7WK","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Language and Mental Health: Measures of Emotion Dynamics from Text as Linguistic Biosocial Markers","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Alona Fyshe, Daniela Teodorescu, Saif M. Mohammad, Tiffany Cheng","submitted_at":"2023-10-26T13:00:26Z","abstract_excerpt":"Research in psychopathology has shown that, at an aggregate level, the patterns of emotional change over time -- emotion dynamics -- are indicators of one's mental health. One's patterns of emotion change have traditionally been determined through self-reports of emotions; however, there are known issues with accuracy, bias, and ease of data collection. Recent approaches to determining emotion dynamics from one's everyday utterances addresses many of these concerns, but it is not yet known whether these measures of utterance emotion dynamics (UED) correlate with mental health diagnoses. Here, "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.17369","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2310.17369/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T07:09:03Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Dd1t+JaMrpOYfhlDWw27CJ7ItzD7cbCIBJZv426qXybgLARN6nmj5UBzpcqTcK494l6NuKhiwZgsOO3Y5y/GCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T16:51:45.778541Z"},"content_sha256":"fe2f314ef4a603ac309c5065065dff8fdbf5d18b098a77340572b4bcd82863bb","schema_version":"1.0","event_id":"sha256:fe2f314ef4a603ac309c5065065dff8fdbf5d18b098a77340572b4bcd82863bb"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/RMN4HXYW2VPIQNL57S3DWSC7WK/bundle.json","state_url":"https://pith.science/pith/RMN4HXYW2VPIQNL57S3DWSC7WK/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/RMN4HXYW2VPIQNL57S3DWSC7WK/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-07T16:51:45Z","links":{"resolver":"https://pith.science/pith/RMN4HXYW2VPIQNL57S3DWSC7WK","bundle":"https://pith.science/pith/RMN4HXYW2VPIQNL57S3DWSC7WK/bundle.json","state":"https://pith.science/pith/RMN4HXYW2VPIQNL57S3DWSC7WK/state.json","well_known_bundle":"https://pith.science/.well-known/pith/RMN4HXYW2VPIQNL57S3DWSC7WK/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:RMN4HXYW2VPIQNL57S3DWSC7WK","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"33a95b1ee77c057f0aa7ca93493e08945490f25ce26165d0d370a288d3e4502a","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2023-10-26T13:00:26Z","title_canon_sha256":"78de47e880ef759de74f15427e71598ef5c085a9fe53cc52cef6f1c08a4882db"},"schema_version":"1.0","source":{"id":"2310.17369","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.17369","created_at":"2026-07-05T07:09:03Z"},{"alias_kind":"arxiv_version","alias_value":"2310.17369v2","created_at":"2026-07-05T07:09:03Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.17369","created_at":"2026-07-05T07:09:03Z"},{"alias_kind":"pith_short_12","alias_value":"RMN4HXYW2VPI","created_at":"2026-07-05T07:09:03Z"},{"alias_kind":"pith_short_16","alias_value":"RMN4HXYW2VPIQNL5","created_at":"2026-07-05T07:09:03Z"},{"alias_kind":"pith_short_8","alias_value":"RMN4HXYW","created_at":"2026-07-05T07:09:03Z"}],"graph_snapshots":[{"event_id":"sha256:fe2f314ef4a603ac309c5065065dff8fdbf5d18b098a77340572b4bcd82863bb","target":"graph","created_at":"2026-07-05T07:09:03Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2310.17369/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Research in psychopathology has shown that, at an aggregate level, the patterns of emotional change over time -- emotion dynamics -- are indicators of one's mental health. One's patterns of emotion change have traditionally been determined through self-reports of emotions; however, there are known issues with accuracy, bias, and ease of data collection. Recent approaches to determining emotion dynamics from one's everyday utterances addresses many of these concerns, but it is not yet known whether these measures of utterance emotion dynamics (UED) correlate with mental health diagnoses. Here, ","authors_text":"Alona Fyshe, Daniela Teodorescu, Saif M. Mohammad, Tiffany Cheng","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2023-10-26T13:00:26Z","title":"Language and Mental Health: Measures of Emotion Dynamics from Text as Linguistic Biosocial Markers"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.17369","kind":"arxiv","version":2},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:fa1a12dfab8cfca411ae18d02eea92a7517c0de418322a5cb8514a6080dcae4c","target":"record","created_at":"2026-07-05T07:09:03Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"33a95b1ee77c057f0aa7ca93493e08945490f25ce26165d0d370a288d3e4502a","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2023-10-26T13:00:26Z","title_canon_sha256":"78de47e880ef759de74f15427e71598ef5c085a9fe53cc52cef6f1c08a4882db"},"schema_version":"1.0","source":{"id":"2310.17369","kind":"arxiv","version":2}},"canonical_sha256":"8b1bc3df16d55e88357dfcb63b485fb2a7284096b0fe339b7dfc5624b7732f89","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"8b1bc3df16d55e88357dfcb63b485fb2a7284096b0fe339b7dfc5624b7732f89","first_computed_at":"2026-07-05T07:09:03.193754Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:09:03.193754Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"flvihoLnydoEXDoYkGCoBuf9LbGAu3ClzUhdvxlmyGWbjIOQ+6e3Wt3HqfivDABVg4ZlOsIQZa10QRBBKEeEBQ==","signature_status":"signed_v1","signed_at":"2026-07-05T07:09:03.194139Z","signed_message":"canonical_sha256_bytes"},"source_id":"2310.17369","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:fa1a12dfab8cfca411ae18d02eea92a7517c0de418322a5cb8514a6080dcae4c","sha256:fe2f314ef4a603ac309c5065065dff8fdbf5d18b098a77340572b4bcd82863bb"],"state_sha256":"395fb9426c548fc8f39f100dd1ce06b98a980ca9043a94dd8032424ae52bb0d9"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"R3d6XQVd/LKmYbqGHAy9V0pPPlyDpARi4bL6bbx9gYS85h6eJ32UJetG2EAsIxo87QcMIs1ei85IfiPMFCuNAw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-07T16:51:45.793026Z","bundle_sha256":"ee244aa666e9e2e5484aaa380c23f87d5c48a7cdd9892df236efb392e7592871"}}